{
 "cells": [
  {
   "cell_type": "markdown",
   "source": [
    "# Heightmaps\n",
    "\n",
    "This notebook introduces surfaces parameterized by heightmaps."
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "outputs": [],
   "source": [
    "# !pip install git+https://github.com/tum-pbs/PhiFlow@3.0\n",
    "from phi.flow import *"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "Heightmaps can be used in 2D or 3D. They encode a grid surface made up of lines or planes, respectively.\n",
    "The grid vertices are equally spaced and the displacement (height) of each point is specified via a 1D or 2D tensor.\n",
    "\n",
    "The following code creates a heightmap in 2D from a list of height values."
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 864x360 with 1 Axes>"
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": "<Figure size 864x360 with 1 Axes>",
      "image/png": "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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "height = wrap([.1, .02, 0, 0, 1, .95, .8, .5, 0], spatial('x'))\n",
    "bounds = Box(x=2, y=1)\n",
    "heightmap = geom.Heightmap(height, bounds, max_dist=.1)\n",
    "plot(heightmap)"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "The heightmap surface separates the inside from the outside.\n",
    "Whether the inside is below or above the height values can be set in the `Heightmap` constructor."
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 864x360 with 2 Axes>"
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": "<Figure size 864x360 with 2 Axes>",
      "image/png": "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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "is_inside = CenteredGrid(lambda loc: heightmap.lies_inside(loc), x=100, y=100, bounds=Box(x=2, y=2))\n",
    "plot(is_inside)"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "While the inside check is always exact, the distance from the surface is an approximation.\n",
    "For small distances, the face directly underneath a point will usually be closest but for farther points this is not always true.\n",
    "To account for this, each face links to one other face that will be queried for larger distances.\n",
    "Finding these secondary faces is performed during heightmap construction where the parameter `max_dist` influences which other faces are the most important to link.\n",
    "\n",
    "Above, we set `max_dist=0.1`. In the following cell, we visualize the distance from the surface."
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\PhD\\phiflow2\\PhiML\\phiml\\backend\\_backend.py:1598: RuntimeWarning: invalid value encountered in divide\n",
      "  return numerator / denominator\n"
     ]
    },
    {
     "data": {
      "text/plain": "<Figure size 864x360 with 2 Axes>"
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": "<Figure size 864x360 with 2 Axes>",
      "image/png": "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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "distance = CenteredGrid(lambda loc: heightmap.approximate_signed_distance(loc), x=100, y=100, bounds=Box(x=2, y=2))\n",
    "plot(distance, heightmap, overlay='args')"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "With `max_dist=0.1`, the values further than 0.1 away from the cliff get inaccurate distances.\n",
    "Let's increase `max_dist´ to see the difference."
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 864x360 with 2 Axes>"
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": "<Figure size 864x360 with 2 Axes>",
      "image/png": "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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "heightmap = geom.Heightmap(height, bounds, max_dist=1)\n",
    "distance = CenteredGrid(lambda loc: heightmap.approximate_signed_distance(loc), x=100, y=100, bounds=Box(x=2, y=2))\n",
    "plot(distance, heightmap, overlay='args')"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "Now larger distances are covered as well.\n",
    "This runs with the same number of computations but trades off accuracy closer to the surface."
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "We can additionally query the direction to the closest surface point as well as the corresponding normal vector.\n",
    "\n",
    "Let's plot these vectors for random points inside (orange) and outside (red) of the heightmap."
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\PhD\\phiflow2\\PhiML\\phiml\\backend\\_backend.py:1598: RuntimeWarning: invalid value encountered in divide\n",
      "  return numerator / denominator\n"
     ]
    },
    {
     "data": {
      "text/plain": "<Figure size 864x360 with 2 Axes>"
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": "<Figure size 864x360 with 2 Axes>",
      "image/png": "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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "points = Box(x=3, y=(-1, 1)).sample_uniform(instance(points=200))\n",
    "sgn_dist, delta, normal, _, face_index = heightmap.approximate_closest_surface(points)\n",
    "plot({'closest': [heightmap, PointCloud(points, .1 * math.vec_normalize(delta))],\n",
    "      'normal': [heightmap, PointCloud(points, .2 * normal)]}, overlay='list', color=[0, heightmap.lies_inside(points)*2+1])"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "## Vertical Heightmaps\n",
    "\n",
    "The grid orientation is determined by which spatial dimension is not part of the grid.\n",
    "E.g. to create a vertical heightmap, the displacement values should be listed along the *y* direction."
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 864x360 with 1 Axes>"
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": "<Figure size 864x360 with 1 Axes>",
      "image/png": "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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "height = wrap([.1, .02, 0, 0, 1, .95, .8, .5, 0], spatial('y'))\n",
    "bounds = Box(x=1, y=2)\n",
    "plot(geom.Heightmap(height, bounds, max_dist=.1))"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "## 2D Heightmaps\n",
    "\n",
    "Adding a third dimension `z` yields a 2D heightmap in 3D space.\n",
    "Here, we create height values from a function, but the rest stays the same."
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\PhD\\phiflow2\\phi\\vis\\_matplotlib\\_matplotlib_plots.py:161: UserWarning: Matplotlib is currently using module://ipykernel.pylab.backend_inline, which is a non-GUI backend, so cannot show the figure.\n",
      "  figure.show()\n"
     ]
    },
    {
     "data": {
      "text/plain": "<Figure size 864x360 with 1 Axes>",
      "image/png": "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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "bounds = Box(x=2, y=2, z=1)\n",
    "height = CenteredGrid(lambda pos: math.exp(-math.vec_squared(pos-1) * 3), 0, bounds['x,y'], x=10, y=10).values\n",
    "heightmap = geom.Heightmap(height, bounds, max_dist=.1)\n",
    "show(heightmap)"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "Again, we can sample directions and distances from the surface."
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\PhD\\phiflow2\\PhiML\\phiml\\backend\\_backend.py:1598: RuntimeWarning: invalid value encountered in divide\n",
      "  return numerator / denominator\n"
     ]
    },
    {
     "data": {
      "text/plain": "<Figure size 864x360 with 2 Axes>",
      "image/png": "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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "points = bounds.sample_uniform(instance(points=200))\n",
    "sgn_dist, delta, normal, _, face_index = heightmap.approximate_closest_surface(points)\n",
    "show({'closest': [heightmap, PointCloud(points, .1 * math.vec_normalize(delta))],\n",
    "      'normal': [heightmap, PointCloud(points, .2 * normal)]}, overlay='list', color=[0, heightmap.lies_inside(points)*2+1])"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "## Combining Heightmaps\n",
    "\n",
    "Like all `Geometry` objects, heightmaps can be merged using the [`union`](https://tum-pbs.github.io/PhiFlow/phi/geom/#phi.geom.union) function.\n",
    "If we only pass `Heightmap` objects with the same grid resolution, Φ<sub>Flow</sub> will automatically vectorize computations so that the latency does not increase.\n",
    "\n",
    "We can use this to create complex obstacles with detailed surfaces on all sides or to create cavities."
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\PhD\\phiflow2\\PhiML\\phiml\\backend\\_backend.py:1598: RuntimeWarning: invalid value encountered in divide\n",
      "  return numerator / denominator\n",
      "C:\\PhD\\phiflow2\\phi\\vis\\_matplotlib\\_matplotlib_plots.py:161: UserWarning: Matplotlib is currently using module://ipykernel.pylab.backend_inline, which is a non-GUI backend, so cannot show the figure.\n",
      "  figure.show()\n"
     ]
    },
    {
     "data": {
      "text/plain": "<Figure size 864x360 with 2 Axes>",
      "image/png": "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\n"
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "height = (1 - math.linspace(-1, 1, spatial(x=10)) ** 2) ** .5\n",
    "upper_heightmap = geom.Heightmap(height, Box(x=(-1, 1), y=None), max_dist=.1, fill_below=False, extrapolation=0)\n",
    "lower_heightmap = geom.Heightmap(-height, Box(x=(-1, 1), y=None), max_dist=.1, fill_below=True, extrapolation=0)\n",
    "heightmap = union(lower_heightmap, upper_heightmap)\n",
    "\n",
    "points = Box(x=(-2, 2), y=(-2, 2)).sample_uniform(instance(points=200))\n",
    "sgn_dist, delta, normal, _, face_index = heightmap.approximate_closest_surface(points)\n",
    "show({'closest': [heightmap, PointCloud(points, .1 * math.vec_normalize(delta))],\n",
    "      'normal': [heightmap, PointCloud(points, .2 * normal)]}, overlay='list', color=[0, heightmap.lies_inside(points)*2+1])"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "Here, we set `extrapolation=0` to extend the heightmap beyond its `bounds`.\n",
    "Consequently, points with *x < -1* or *x > 1* count as inside the mesh and are colored red correspondingly."
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}